890 reviewed MCP servers in this category · page 6 of 15 · all categories
Knowledge and memory MCP servers give assistants a persistent brain: knowledge graphs that survive between sessions, structured reasoning scratchpads, and connectors into your personal notes. They fix the most annoying thing about LLMs — walking into every conversation with total amnesia.
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.
MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history
A Model Context Protocol (MCP) server that provides comprehensive access to Flame game engine documentation for AI assistants like Claude Desktop and
Model Context Protocol server for Flint — compile, validate, and render semantic chart specs across supported backends.
MCP server for Fluent (ServiceNow SDK)
Web intelligence, verified B2B contacts, and a persistent knowledge graph for AI agents.
AI memory buyer routing with Forge docs, pricing, enterprise intake, and MCP discovery.
stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity-mcp.
MCP server for enabling memory for Claude through a knowledge graph
A clean (and possibly naive) implementation of the Model Context Protocol (MCP) for tool integration.
Run MCP tool calls through Runestone Gatekeeper — policy enforcement, human approval, audit.
MCP server for Geargrafx PC Engine / TurboGrafx-16 emulator
This MCP server provides tools and resources that help coding agents use the Gel database.
MCP server for retrieving relevant documentation from a knowledge base
<strong>A multimodal local memory MCP for AI agents powered by Gemini Embedding 2.</strong>
Integrate search grounded Gemini output into your workflow.
A Python package that combines Google's Gemma language model with MCP (Model Content Protocol) server integration, enabling powerful function calling
MCP server for GenSpec workflow - converts USER-STORIES.md into README, ROADMAP, and SYSTEM-ARCHITECTURE documents
A Ghidra plugin that provides a bridge between Ghidra and a Zig-based MCP server for enhanced program analysis capabilities.
Ghost-MCP is an injectable MCP (Model Context Protocol) server for vibe reverse engineering assistant on Windows. It combines memory inspection
GitBook Model Context Protocol server - read and search GitBook documentation with AI assistants
# GitHub GraphQL MCP Server [. Free to use. No auth. No API key required.
Persistent memory for AI agents. Search, store, and recall across sessions.
Durable user/project memory for MCP clients: recall context and remember selected facts.
Google Sheets API -- simple interface to read/write data and manage sheets
Search Google's Knowledge Graph for structured information about real-world entities
STDIO-based MCP server for Google Maps Platform APIs
A Model Context Protocol server providing Google AI-powered search and documentation tools for developers
A Model Context Protocol server that creates travel agent-level flight plans using the fast-flights API.
Documentation and quality tools for Gorev project
You may modify this by using the option below: - `--webhook-secret="secret"` - **Webhook Payload Documentation** For detailed webhook payload
Every AI system today has the same flaw: **it guesses instead of remembers.**
Graphiti is a framework for building and querying temporally-aware knowledge graphs, specifically tailored for AI agents operating in dynamic
GraphMem is a Ruby on Rails application implementing a Model Context Protocol (MCP) server for graph-based memory management. It enables AI
A Gremlin MCP server that allows for fetching status, schema, and querying using Gremlin for any Gremlin-compatible graph database (TypeScript
Un serveur MCP (Model Context Protocol) pour interagir avec l'API Grist. Ce serveur permet d'accéder et de manipuler les données Grist directement
Your agent now has structured, searchable memory that persists across every session - long-term facts, a user profile, agent instructions, an entity
Gwirian empowers development teams to manage their BDD features with ease. Create and organize features, define scenarios, track executions, and
Official Model Context Protocol server for Gyazo
An MCP server to give Claude easy access to pulling docs
A Model Context Protocol server for accessing Hacker News data
Search and query HackTricks pentesting documentation with quick lookup and section extraction
Agentic Retrieval Augmented Generation (RAG) with LanceDB
HAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models with OpenAPI/Swagger integration
Python orchestration tools for Hanzo AI. The `hanzo` command itself is now a native binary — https://hanzo.sh
Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, OpenRouter
This Model Context Protocol (MCP) server provides an advanced interface for AI agents (like those in Cursor or Claude Desktop) to interact with a
Create a minimal agent wrapper with streaming chat support and a simple HTTP POST API:
A comprehensive FastAPI microservice for health-related operations with JWT authentication, PostgreSQL database, and Alembic migrations.It is backed
Read-only MCP server for licensed Healthpoint HL7 FHIR API access.
An MCP server that builds knowledge graphs through use. Concepts connect when they activate together. Unused connections decay. The more you use it
Helios-9 MCP (Model Context Protocol) Server
MCP (Model Context Protocol) server starter template
MCP server for searching Hex package documentation
这是一个基于Model Context Protocol (MCP)的ComfyUI图像生成服务，通过API调用本地ComfyUI实例生成图片。
Hindsight™ is an agent memory system built to create smarter agents that learn over time. Most agent memory systems focus on recalling conversation